Cargando…
Remote cognitive assessment of older adults in rural areas by telemedicine and automatic speech and video analysis: protocol for a cross-over feasibility study
INTRODUCTION: Early detection of cognitive impairments is crucial for the successful implementation of preventive strategies. However, in rural isolated areas or so-called ‘medical deserts’, access to diagnosis and care is very limited. With the current pandemic crisis, now even more than ever, remo...
Autores principales: | , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BMJ Publishing Group
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8413472/ https://www.ncbi.nlm.nih.gov/pubmed/34475154 http://dx.doi.org/10.1136/bmjopen-2020-047083 |
_version_ | 1783747667254312960 |
---|---|
author | König, Alexandra Zeghari, Radia Guerchouche, Rachid Duc Tran, Minh Bremond, François Linz, Nicklas Lindsay, Hali Langel, Kai Ramakers, Inez Lemoine, Pascale Bultingaire, Vincent Robert, Philippe |
author_facet | König, Alexandra Zeghari, Radia Guerchouche, Rachid Duc Tran, Minh Bremond, François Linz, Nicklas Lindsay, Hali Langel, Kai Ramakers, Inez Lemoine, Pascale Bultingaire, Vincent Robert, Philippe |
author_sort | König, Alexandra |
collection | PubMed |
description | INTRODUCTION: Early detection of cognitive impairments is crucial for the successful implementation of preventive strategies. However, in rural isolated areas or so-called ‘medical deserts’, access to diagnosis and care is very limited. With the current pandemic crisis, now even more than ever, remote solutions such as telemedicine platforms represent great potential and can help to overcome this barrier. Moreover, current advances made in voice and image analysis can help overcome the barrier of physical distance by providing additional information on a patients’ emotional and cognitive state. Therefore, the aim of this study is to evaluate the feasibility and reliability of a videoconference system for remote cognitive testing empowered by automatic speech and video analysis. METHODS AND ANALYSIS: 60 participants (aged 55 and older) with and without cognitive impairment will be recruited. A complete neuropsychological assessment including a short clinical interview will be administered in two conditions, once by telemedicine and once by face-to-face. The order of administration procedure will be counterbalanced so half of the sample starts with the videoconference condition and the other half with the face-to-face condition. Acceptability and user experience will be assessed among participants and clinicians in a qualitative and quantitative manner. Speech and video features will be extracted and analysed to obtain additional information on mood and engagement levels. In a subgroup, measurements of stress indicators such as heart rate and skin conductance will be compared. ETHICS AND DISSEMINATION: The procedures are not invasive and there are no expected risks or burdens to participants. All participants will be informed that this is an observational study and their consent taken prior to the experiment. Demonstration of the effectiveness of such technology makes it possible to diffuse its use across all rural areas (‘medical deserts’) and thus, to improve the early diagnosis of neurodegenerative pathologies, while providing data crucial for basic research. Results from this study will be published in peer-reviewed journals. |
format | Online Article Text |
id | pubmed-8413472 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-84134722021-09-03 Remote cognitive assessment of older adults in rural areas by telemedicine and automatic speech and video analysis: protocol for a cross-over feasibility study König, Alexandra Zeghari, Radia Guerchouche, Rachid Duc Tran, Minh Bremond, François Linz, Nicklas Lindsay, Hali Langel, Kai Ramakers, Inez Lemoine, Pascale Bultingaire, Vincent Robert, Philippe BMJ Open Mental Health INTRODUCTION: Early detection of cognitive impairments is crucial for the successful implementation of preventive strategies. However, in rural isolated areas or so-called ‘medical deserts’, access to diagnosis and care is very limited. With the current pandemic crisis, now even more than ever, remote solutions such as telemedicine platforms represent great potential and can help to overcome this barrier. Moreover, current advances made in voice and image analysis can help overcome the barrier of physical distance by providing additional information on a patients’ emotional and cognitive state. Therefore, the aim of this study is to evaluate the feasibility and reliability of a videoconference system for remote cognitive testing empowered by automatic speech and video analysis. METHODS AND ANALYSIS: 60 participants (aged 55 and older) with and without cognitive impairment will be recruited. A complete neuropsychological assessment including a short clinical interview will be administered in two conditions, once by telemedicine and once by face-to-face. The order of administration procedure will be counterbalanced so half of the sample starts with the videoconference condition and the other half with the face-to-face condition. Acceptability and user experience will be assessed among participants and clinicians in a qualitative and quantitative manner. Speech and video features will be extracted and analysed to obtain additional information on mood and engagement levels. In a subgroup, measurements of stress indicators such as heart rate and skin conductance will be compared. ETHICS AND DISSEMINATION: The procedures are not invasive and there are no expected risks or burdens to participants. All participants will be informed that this is an observational study and their consent taken prior to the experiment. Demonstration of the effectiveness of such technology makes it possible to diffuse its use across all rural areas (‘medical deserts’) and thus, to improve the early diagnosis of neurodegenerative pathologies, while providing data crucial for basic research. Results from this study will be published in peer-reviewed journals. BMJ Publishing Group 2021-09-02 /pmc/articles/PMC8413472/ /pubmed/34475154 http://dx.doi.org/10.1136/bmjopen-2020-047083 Text en © Author(s) (or their employer(s)) 2021. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ. https://creativecommons.org/licenses/by-nc/4.0/This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) . |
spellingShingle | Mental Health König, Alexandra Zeghari, Radia Guerchouche, Rachid Duc Tran, Minh Bremond, François Linz, Nicklas Lindsay, Hali Langel, Kai Ramakers, Inez Lemoine, Pascale Bultingaire, Vincent Robert, Philippe Remote cognitive assessment of older adults in rural areas by telemedicine and automatic speech and video analysis: protocol for a cross-over feasibility study |
title | Remote cognitive assessment of older adults in rural areas by telemedicine and automatic speech and video analysis: protocol for a cross-over feasibility study |
title_full | Remote cognitive assessment of older adults in rural areas by telemedicine and automatic speech and video analysis: protocol for a cross-over feasibility study |
title_fullStr | Remote cognitive assessment of older adults in rural areas by telemedicine and automatic speech and video analysis: protocol for a cross-over feasibility study |
title_full_unstemmed | Remote cognitive assessment of older adults in rural areas by telemedicine and automatic speech and video analysis: protocol for a cross-over feasibility study |
title_short | Remote cognitive assessment of older adults in rural areas by telemedicine and automatic speech and video analysis: protocol for a cross-over feasibility study |
title_sort | remote cognitive assessment of older adults in rural areas by telemedicine and automatic speech and video analysis: protocol for a cross-over feasibility study |
topic | Mental Health |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8413472/ https://www.ncbi.nlm.nih.gov/pubmed/34475154 http://dx.doi.org/10.1136/bmjopen-2020-047083 |
work_keys_str_mv | AT konigalexandra remotecognitiveassessmentofolderadultsinruralareasbytelemedicineandautomaticspeechandvideoanalysisprotocolforacrossoverfeasibilitystudy AT zeghariradia remotecognitiveassessmentofolderadultsinruralareasbytelemedicineandautomaticspeechandvideoanalysisprotocolforacrossoverfeasibilitystudy AT guerchoucherachid remotecognitiveassessmentofolderadultsinruralareasbytelemedicineandautomaticspeechandvideoanalysisprotocolforacrossoverfeasibilitystudy AT ductranminh remotecognitiveassessmentofolderadultsinruralareasbytelemedicineandautomaticspeechandvideoanalysisprotocolforacrossoverfeasibilitystudy AT bremondfrancois remotecognitiveassessmentofolderadultsinruralareasbytelemedicineandautomaticspeechandvideoanalysisprotocolforacrossoverfeasibilitystudy AT linznicklas remotecognitiveassessmentofolderadultsinruralareasbytelemedicineandautomaticspeechandvideoanalysisprotocolforacrossoverfeasibilitystudy AT lindsayhali remotecognitiveassessmentofolderadultsinruralareasbytelemedicineandautomaticspeechandvideoanalysisprotocolforacrossoverfeasibilitystudy AT langelkai remotecognitiveassessmentofolderadultsinruralareasbytelemedicineandautomaticspeechandvideoanalysisprotocolforacrossoverfeasibilitystudy AT ramakersinez remotecognitiveassessmentofolderadultsinruralareasbytelemedicineandautomaticspeechandvideoanalysisprotocolforacrossoverfeasibilitystudy AT lemoinepascale remotecognitiveassessmentofolderadultsinruralareasbytelemedicineandautomaticspeechandvideoanalysisprotocolforacrossoverfeasibilitystudy AT bultingairevincent remotecognitiveassessmentofolderadultsinruralareasbytelemedicineandautomaticspeechandvideoanalysisprotocolforacrossoverfeasibilitystudy AT robertphilippe remotecognitiveassessmentofolderadultsinruralareasbytelemedicineandautomaticspeechandvideoanalysisprotocolforacrossoverfeasibilitystudy |